Analyzing Human Behavior from Multiplayer Online Game Logs-A Knowledge Discovery Approach -

Observation and analysis of a phenomenon at unprecedented levels of granularity not only furthers our understanding of it, but also transforms the way it is studied. For instance, invention of gene-sequencing and computational analysis transformed the life sciences, creating fields of inquiry such as genomics, proteomics, etc., and the Hubble Space Telescope has furthered the ability of humanity to look much farther beyond what we could otherwise.

[1]  Jaideep Srivastava,et al.  Churn Prediction in MMORPGs: A Social Influence Based Approach , 2009, 2009 International Conference on Computational Science and Engineering.

[2]  Jaideep Srivastava,et al.  Mining for Gold Farmers: Automatic Detection of Deviant Players in MMOGs , 2009, 2009 International Conference on Computational Science and Engineering.

[3]  Jaideep Srivastava,et al.  Inferring Player Rating from Performance Data in Massively Multiplayer Online Role-Playing Games (MMORPGs) , 2009, 2009 International Conference on Computational Science and Engineering.

[4]  Mengxiao Zhu,et al.  The Formation of Task-Oriented Groups: Exploring Combat Activities in Online Games , 2009, 2009 International Conference on Computational Science and Engineering.

[5]  Jaideep Srivastava,et al.  Player Performance Prediction in Massively Multiplayer Online Role-Playing Games (MMORPGs) , 2010, PAKDD.

[6]  Jing Wang,et al.  The Many Faces of Mentoring in an MMORPG , 2010, 2010 IEEE Second International Conference on Social Computing.

[7]  Jaideep Srivastava,et al.  Behavioral profiles of character types in EverQuest II , 2010, Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games.

[8]  Jaideep Srivastava,et al.  Sequence Alignment Based Analysis of Player Behavior in Massively Multiplayer Online Role-Playing Games (MMORPGs) , 2010, 2010 IEEE International Conference on Data Mining Workshops.

[9]  Jing Wang,et al.  GTPA: A Generative Model For Online Mentor-Apprentice Networks , 2010, AAAI.

[10]  Jaideep Srivastava,et al.  Network Exchange in Trust Networks , 2010, 2010 IEEE Second International Conference on Social Computing.

[11]  Jaideep Srivastava,et al.  Dark Gold: Statistical Properties of Clandestine Networks in Massively Multiplayer Online Games , 2010, 2010 IEEE Second International Conference on Social Computing.

[12]  Jaideep Srivastava,et al.  Team Performance Prediction in Massively Multiplayer Online Role-Playing Games (MMORPGs) , 2010, 2010 IEEE Second International Conference on Social Computing.